dataviz OR datavis, Twitter, 6/18/2021 12:38:00 AM, 257172


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dataviz OR datavis_2021-06-17_17-05-16.xlsx
dataviz OR datavis_2021-06-17_17-05-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 18, 2021
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/35xO5BW
@dashboarddr
@catherineadenle
@randal_olson
@alextuowang
@sundellviz
@rstatstweet
@erictopol
@dr_xeo
@bahareh360
@simongerman600

Top hashtags:
#dataviz
#analytics
#ai
#bigdata
#datascientists
#python
#rstats

Description:
Description
The graph represents a network of 4,552 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 18 June 2021 at 00:19 UTC.

The requested start date was Friday, 18 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 6-day, 6-hour, 37-minute period from Thursday, 10 June 2021 at 20:30 UTC to Thursday, 17 June 2021 at 03:08 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4552
Unique Edges : 2468
Edges With Duplicates : 13281
Total Edges : 15749
Number of Edge Types : 5
Retweet : 5820
MentionsInRetweet : 7174
Mentions : 1376
Tweet : 1195
Replies to : 184
Self-Loops : 1273
Reciprocated Vertex Pair Ratio : 0.0246506515936568
Reciprocated Edge Ratio : 0.0481152313821637
Connected Components : 470
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 3106
Maximum Edges in a Connected Component : 12783
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.395377
Graph Density : 0.000315019893655926
Modularity : 0.390612
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,552 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 18 June 2021 at 00:19 UTC.

The requested start date was Friday, 18 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 6-day, 6-hour, 37-minute period from Thursday, 10 June 2021 at 20:30 UTC to Thursday, 17 June 2021 at 03:08 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : dataviz OR datavis
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[201] https://tuowang.rbind.io/post/2021-03-25-ggplot2-extensions/
[75] http://www.datasciencecentral.com/profiles/blogs/book-python-data-science-handbook?overrideMobileRedirect=1
[72] https://www.reddit.com/r/dataisbeautiful/comments/ny7a7z/the_office_character_speech_frequency_oc/
[64] https://www.reddit.com/r/MapPorn/comments/nyfq9q/the_topography_of_the_roman_empire_ad_117/
[58] https://www.forbes.com/sites/alanohnsman/2021/04/26/ai-50-americas-most-promising-artificial-intelligence-companies/?sh=5ada66e577cf
[55] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[48] https://github.com/mitchellkrogza/Phishing.Database
[43] https://www.kdnuggets.com/2021/05/data-scientist-data-engineer-data-careers-explained.html
[42] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F7-tips-to-increase-your-productivity-in-python-bc1835622aa5
[39] https://www.kdnuggets.com/2021/04/most-demand-skills-data-scientists.html

Top URLs in Tweet in G1:
[58] https://www.forbes.com/sites/alanohnsman/2021/04/26/ai-50-americas-most-promising-artificial-intelligence-companies/?sh=5ada66e577cf
[54] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[42] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F7-tips-to-increase-your-productivity-in-python-bc1835622aa5
[42] https://www.kdnuggets.com/2021/05/data-scientist-data-engineer-data-careers-explained.html
[39] https://www.kdnuggets.com/2021/04/most-demand-skills-data-scientists.html
[37] https://www.kdnuggets.com/2021/04/7-must-haves-data-science-cv.html
[31] http://www.fiverr.com/211083645?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=8vP2Yz
[24] https://www.couponed12.com/2021/06/analyze-box-office-data-with-seaborn.html
[24] http://www.datasciencecentral.com/profiles/blogs/book-python-data-science-handbook?overrideMobileRedirect=1
[23] https://www.visualcapitalist.com/worlds-top-50-influencers-across-social-media-platforms/

Top URLs in Tweet in G2:
[192] https://tuowang.rbind.io/post/2021-03-25-ggplot2-extensions/
[11] https://ecologygrad.teachable.com/p/the-basics-of-r-for-ecologists
[7] https://github.com/panggahdputra/MyTidyTuesday2021
[6] https://statisticsglobe.com/r-pairs-plot-example/
[5] https://twitter.com/denis_mongin/status/1403303968902627328
[4] https://www.youtube.com/watch?v=x5X4wEq7QuI&feature=youtu.be

[4] https://dataviztoday.com/shownotes/59
[3] https://github.com/nrennie/dubois_challenge
[3] https://twitter.com/nrennie35/status/1404824299823902721
[3] https://www.nationalgeographic.com/science/article/150922-data-points-visualization-eye-candy-efficiency

Top URLs in Tweet in G3:
[66] https://www.reddit.com/r/dataisbeautiful/comments/ny7a7z/the_office_character_speech_frequency_oc/
[60] https://www.reddit.com/r/MapPorn/comments/nyfq9q/the_topography_of_the_roman_empire_ad_117/
[13] https://www.reddit.com/r/dataisbeautiful/comments/nxf5ow/distribution_of_brick_colours_in_current_lego/
[3] https://www.reddit.com/r/dataisbeautiful/comments/npscky/oc_where_is_each_chess_piece_usually_captured/
[2] https://www.reddit.com/r/dataisbeautiful/comments/a4l0ta/the_unit_circle_oc/
[2] https://www.reddit.com/r/dataisbeautiful/comments/lj4wqt/the_railroads_of_the_world_oc/
[2] https://www.reddit.com/r/dataisbeautiful/comments/nn2gir/oc_the_dow_jones_turns_125_years_old_in_its_honor/
[2] https://www.reddit.com/r/dataisbeautiful/comments/nhnw0a/oc_the_covid19_death_toll/
[2] https://www.reddit.com/r/dataisbeautiful/comments/nm2qjj/oc_animated_demographic_pyramid_of_sweden_18602020/
[1] https://www.reddit.com/r/dataisbeautiful/comments/o0r8ai/oc_relative_frequency_of_words_in_economics/

Top URLs in Tweet in G4:
[30] https://outbreak.info/
[10] https://github.com/Mike-Honey/covid-19-genomes#readme
[8] https://github.com/Mike-Honey/covid-19-outbreak-paths#readme
[6] https://github.com/Mike-Honey/covid-19-world-vaccinations#readme
[6] https://github.com/Mike-Honey/covid-19-au-vaccinations#readme
[3] https://tuowang.rbind.io/post/2021-03-25-ggplot2-extensions/
[2] https://ourworldindata.org/environmental-impacts-of-food
[1] https://microreact.org/
[1] https://github.com/Mike-Honey/covid-19-nz-vaccinations#readme
[1] https://twitter.com/Mike_Honey_/status/1405063433020608515?s=20

Top URLs in Tweet in G5:
[24] https://bryanwhiting.github.io/dsnews/
[6] https://www.economist.com/graphic-detail/2021/03/15/young-people-stand-to-make-dismal-returns-on-their-investments
[6] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[6] https://www.economist.com/graphic-detail/tracking-coronavirus-across-the-world
[6] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football
[4] https://twinybots.ch/
[4] https://sites.ziftsolutions.com/qlik.ziftsolutions.com/ff8081815d130317015d13a9dcf43fac?cid=8a99824179f0d0270179f1184a2b2cb8&url=https%3A%2F%2Fbit.ly%2F3e6MqFk
[3] https://twitter.com/karim_douieb/status/1402522532276752389
[3] https://www.newyorker.com/magazine/2021/06/21/when-graphs-are-a-matter-of-life-and-death
[2] https://www.opencastlabs.co.ke/financial-reporting-with-power-bi/

Top URLs in Tweet in G7:
[6] https://flow.microsoft.com/en-us/galleries/public/templates/2680d2227d074c4d901e36c66e68f6f9/run-sentiment-analysis-on-tweets-and-push-results-to-a-power-bi-dataset/
[4] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fshow%2F6mrJFsmaSy8Eq0YJIa5MxA%3Fsi%3DBsczRDSNROSH0pi4yamuXA%26dl_branch%3D1&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[3] https://griddb.net/en/blog/graphical-analysis-of-nobel-prize-laureates/
[3] https://public.tableau.com/app/profile/ivo5243/viz/2021w24_16238482776390/Dashboard
[3] https://stuffbyyuki.com/which-state-school-has-the-highest-amount-of-student-loans/
[3] https://ai.mlearning.ai/data
[2] https://public.tableau.com/app/profile/melis.kurum/viz/SchoolsLoansintheUS/Dashboard
[2] https://public.tableau.com/profile/nshliazhka#!/vizhome/NeverMarriedisontherise/NeverMarried
[2] https://public.tableau.com/app/profile/pablo8569/viz/UsStudentsLoans/Dashboard1
[2] https://public.tableau.com/app/profile/mokwinski/viz/MakeoverMonday21_24-StudentLoans/SchoolLoansI

Top URLs in Tweet in G8:
[1] https://observablehq.com/@karimdouieb/weird-keyboard-idea

Top URLs in Tweet in G9:
[3] https://geoobserver.wordpress.com/2021/06/16/dominic-roye-wunderbare-gebaudekarten/
[1] https://twitter.com/MasterUah/status/1400005501644115971
[1] https://twitter.com/ruben_casa/status/1232734728131948548
[1] https://twitter.com/blprnt/status/1405145259433201664
[1] https://twitter.com/denis_mongin/status/1403303968902627328
[1] https://twitter.com/dr_xeo/status/1293487454360608772
[1] https://landgeist.com/2021/06/12/happiness-index/
[1] https://ihr.world/es/2021/06/07/nuevo-buscador-por-lugar-de-nacimiento/

Top URLs in Tweet in G10:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dzh_WFv0uk7w%26list%3DPLVso6Qs8PLCiciMyxyqxCzp38G5tEhdy6&q=EgS4SO-bGIuRm4YGIhAsect-wSwm_posWvFlJIwFMgFy

[1] https://tuowang.rbind.io/post/2021-03-25-ggplot2-extensions/

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[210] reddit.com
[202] rbind.io
[148] github.com
[143] medium.com
[139] kdnuggets.com
[124] teespring.com
[83] datasciencecentral.com
[66] youtube.com
[61] forbes.com

Top Domains in Tweet in G1:
[136] kdnuggets.com
[121] medium.com
[58] forbes.com
[37] couponed12.com
[31] fiverr.com
[26] datasciencecentral.com
[25] visualcapitalist.com
[24] cityofnewyork.us
[20] hal9.ai
[19] tensorflow.org

Top Domains in Tweet in G2:
[193] rbind.io
[32] github.com
[16] highcharts.com
[16] twitter.com
[11] teachable.com
[10] statisticsglobe.com
[6] youtube.com
[5] tableau.com
[5] anychart.com
[4] dataviztoday.com

Top Domains in Tweet in G3:
[161] reddit.com
[2] gov.uk
[1] wsj.com
[1] rapidresearchandevaluation.com
[1] rbind.io

Top Domains in Tweet in G4:
[31] github.com
[30] outbreak.info
[3] twitter.com
[3] rbind.io
[2] ourworldindata.org
[1] microreact.org
[1] nextstrain.org
[1] powerbi.com
[1] newyorker.com
[1] clauswilke.com

Top Domains in Tweet in G5:
[50] twitter.com
[24] economist.com
[24] github.io
[9] youtube.com
[8] reddit.com
[5] linkedin.com
[4] medium.com
[4] twinybots.ch
[4] ziftsolutions.com
[4] chi2innovations.com

Top Domains in Tweet in G7:
[25] tableau.com
[9] microsoft.com
[7] twitter.com
[4] griddb.net
[4] viglink.com
[3] stuffbyyuki.com
[3] mlearning.ai
[2] twinybots.ch
[2] linkedin.com
[2] newscredit.org

Top Domains in Tweet in G8:
[1] observablehq.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] wordpress.com
[1] landgeist.com
[1] ihr.world

Top Domains in Tweet in G10:
[1] google.com
[1] rbind.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2815] dataviz
[1922] analytics
[1768] ai
[1498] bigdata
[1441] datascientists
[1284] python
[1281] rstats
[1142] datascience
[857] reactjs
[580] 100daysofcode



Top Hashtags in Tweet in G1:
[1849] analytics
[1708] ai
[1427] bigdata
[1408] datascientists
[1171] python
[1074] rstats
[947] datascience
[841] reactjs
[621] dataviz
[569] 100daysofcode

Top Hashtags in Tweet in G2:
[189] dataviz
[138] rstats
[130] tidytuesday
[37] duboischallenge
[35] ggplot2
[28] datascience
[27] tidyverse
[25] datavisualization
[18] maps
[15] 地図

Top Hashtags in Tweet in G3:
[263] dataviz
[66] theoffice
[60] history
[58] football
[58] soccer
[13] lego
[9] ai
[8] datascience
[8] ml
[4] europe

Top Hashtags in Tweet in G4:
[112] dataviz
[2] datavisualization
[1] opendata
[1] algorithm
[1] data
[1] programming
[1] datascientists
[1] analytics

Top Hashtags in Tweet in G5:
[225] dataviz
[30] data
[22] datascience
[17] datavisualization
[14] python
[10] analytics
[9] dataanalytics
[8] datavis
[7] tableau
[7] euro2020

Top Hashtags in Tweet in G6:
[8] dataviz
[5] rstats

Top Hashtags in Tweet in G7:
[69] dataviz
[59] la
[33] makeovermonday
[29] powerbi
[20] tableau
[13] datafam
[10] datavisualization
[8] data
[5] bigdata
[5] analytics

Top Hashtags in Tweet in G8:
[5] dataviz
[1] covid19

Top Hashtags in Tweet in G9:
[18] dataviz
[13] guerracivil
[13] franquismo
[4] rstats
[3] mapping
[3] r
[3] cine
[3] datos
[3] mujeres
[2] forbes

Top Hashtags in Tweet in G10:
[2] dataviz
[1] datavis
[1] ml
[1] football
[1] soccer

Top Words
Top Words in Tweet in Entire Graph:
[2815] #dataviz
[2555] data
[1922] #analytics
[1768] #ai
[1498] #bigdata
[1431] #datascientists
[1284] #python
[1281] #rstats
[1142] #datascience
[1009] catherineadenle

Top Words in Tweet in G1:
[1849] #analytics
[1708] #ai
[1445] data
[1427] #bigdata
[1398] #datascientists
[1171] #python
[1074] #rstats
[988] catherineadenle
[974] infographic
[947] #datascience

Top Words in Tweet in G2:
[205] ggplot2
[196] link
[195] wrote
[193] tutorials
[192] series
[192] powerful
[192] extensions
[191] alextuowang
[189] #dataviz
[138] #rstats

Top Words in Tweet in G3:
[263] #dataviz
[227] source
[217] randal_olson
[87] series
[74] throughout
[69] each
[67] much
[66] character
[66] #theoffice
[66] speaks

Top Words in Tweet in G4:
[206] graphs
[129] erictopol
[112] #dataviz
[104] come
[104] much
[103] rely
[103] invention
[103] charts
[103] quieter
[103] affair

Top Words in Tweet in G5:
[225] #dataviz
[57] data
[52] more
[33] see
[32] dataviz
[30] #data
[28] detail
[25] graphic
[22] #datascience
[19] visualization

Top Words in Tweet in G6:
[272] population
[272] size
[159] sundellviz
[139] map
[138] populous
[137] cities
[137] countries
[137] world
[136] ranked
[136] proportional

Top Words in Tweet in G7:
[76] data
[69] #dataviz
[61] see
[60] griddbcommunity
[59] analyzed
[59] air
[59] quality
[59] gathered
[59] epa
[59] #la

Top Words in Tweet in G8:
[127] frequency
[127] use
[126] simongerman600
[126] english
[125] keyboard
[125] letters
[125] language
[124] sized
[124] according
[124] horrible

Top Words in Tweet in G9:
[86] dr_xeo
[73] dates
[72] still
[72] month
[72] away
[72] reach
[72] highest
[72] maximum
[72] temperatures
[72] year

Top Words in Tweet in G10:
[77] dynamic
[77] data
[76] save
[76] date
[76] nimh
[76] workshop
[76] advanced
[76] statistical
[76] methods
[76] visualizations

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1389] #datascientists,#analytics
[1298] #analytics,#bigdata
[1003] #rstats,#ai
[965] #bigdata,#rstats
[826] catherineadenle,infographic
[798] #ai,#reactjs
[662] #reactjs,#python
[518] #python,#datascience
[471] data,science
[462] infographic,data

Top Word Pairs in Tweet in G1:
[1361] #datascientists,#analytics
[1276] #analytics,#bigdata
[985] #rstats,#ai
[947] #bigdata,#rstats
[808] catherineadenle,infographic
[782] #ai,#reactjs
[649] #reactjs,#python
[463] #python,#datascience
[452] infographic,data
[444] data,science

Top Word Pairs in Tweet in G2:
[192] wrote,series
[192] series,tutorials
[192] tutorials,powerful
[192] powerful,extensions
[192] extensions,ggplot2
[192] ggplot2,link
[191] alextuowang,wrote
[40] #rstats,#dataviz
[39] great,lakes
[29] week,24

Top Word Pairs in Tweet in G3:
[168] #dataviz,source
[66] much,each
[66] each,character
[66] character,#theoffice
[66] #theoffice,speaks
[66] speaks,throughout
[66] throughout,series
[66] series,#dataviz
[65] randal_olson,much
[60] topography,roman

Top Word Pairs in Tweet in G4:
[103] come,rely
[103] rely,graphs
[103] graphs,#dataviz
[103] #dataviz,invention
[103] invention,graphs
[103] graphs,charts
[103] charts,much
[103] much,quieter
[103] quieter,affair
[102] erictopol,come

Top Word Pairs in Tweet in G5:
[25] see,more
[24] graphic,detail
[24] detail,#dataviz
[24] #dataviz,see
[11] data,visualization
[11] #data,#datascience
[11] #datascience,#python
[11] #python,#dataviz
[10] #dataviz,#datavisualization
[9] covid,19

Top Word Pairs in Tweet in G6:
[136] countries,world
[136] world,ranked
[136] ranked,population
[136] population,size
[136] size,map
[136] map,size
[136] size,proportional
[136] proportional,population
[136] population,100
[136] 100,populous

Top Word Pairs in Tweet in G7:
[59] analyzed,air
[59] air,quality
[59] quality,data
[59] data,gathered
[59] gathered,epa
[59] epa,#la
[59] #la,county
[59] county,see
[59] see,effects
[59] effects,california

Top Word Pairs in Tweet in G8:
[125] english,language
[124] keyboard,letters
[124] letters,sized
[124] sized,according
[124] according,frequency
[124] frequency,use
[124] use,english
[124] language,horrible
[123] simongerman600,keyboard
[7] sundellviz,countries

Top Word Pairs in Tweet in G9:
[72] still,month
[72] month,away
[72] away,dates
[72] dates,reach
[72] reach,highest
[72] highest,maximum
[72] maximum,temperatures
[72] temperatures,year
[72] year,called
[72] called,dog

Top Word Pairs in Tweet in G10:
[76] save,date
[76] date,nimh
[76] nimh,workshop
[76] workshop,advanced
[76] advanced,statistical
[76] statistical,methods
[76] methods,dynamic
[76] dynamic,data
[76] data,visualizations
[76] visualizations,mental

Top Replied-To
Top Replied-To in Entire Graph:
@dataviz_
@dataviz_szuyu
@test
@erictopol
@mrzackmorris
@pjt_alpha
@chezvoila
@scotthmurray
@ohheytommy
@joaquinlife

Top Replied-To in G1:
@strat_ai
@yabellini
@msotod
@beinghorizontal

Top Replied-To in G2:
@ikashnitsky
@amaniahmed33
@hilarytraut

Top Replied-To in G4:
@erictopol
@oycar
@joaquinlife
@quipupe
@kprather88
@behrooz_hm
@adamjkucharski
@covid19nz
@twenseleers
@wendy_waters

Top Replied-To in G7:
@slalom
@marclelijveld
@chezvoila
@troman

Top Replied-To in G9:
@blprnt

Top Replied-To in G10:
@neuropolarbear
@cantlonlab

Top Mentioned
Top Mentioned in Entire Graph:
@catherineadenle
@ai_miami
@randal_olson
@alextuowang
@strat_ai
@sundellviz
@simongerman600
@erictopol
@avizyt
@mlb

Top Mentioned in G1:
@catherineadenle
@ai_miami
@strat_ai
@avizyt
@thinklbc
@biconadvisory
@heptagontech
@boozallen
@techgeek6690
@eli_krumova

Top Mentioned in G2:
@alextuowang
@r4dscommunity
@mpidrnews
@ikashnitsky
@thomas_mock
@storywithdata
@cedscherer
@imprs_phds
@googlearts
@toeb18

Top Mentioned in G3:
@randal_olson
@craigtaylorviz
@mrdatascience
@catherineadenle
@digitalcoeliac
@rrealwork
@geo_spatialist
@alextuowang

Top Mentioned in G4:
@erictopol
@mike_honey_
@kprather88
@bob_wachter
@covidliveau
@victimofmaths
@adamjkucharski
@dbraevn
@maxcroser
@donatacolumbro

Top Mentioned in G5:
@eelrekab
@husariamktg
@arjunku711
@josh_ebner

Top Mentioned in G6:
@sundellviz

Top Mentioned in G7:
@griddbcommunity
@epa
@tableau
@producthunt
@mapwizeio
@tableaupublic
@mspowerbi
@adnan_hashmi
@fultonanalytics
@datarevelations

Top Mentioned in G8:
@simongerman600
@sundellviz
@ft
@martinstabe
@dr_xeo
@randal_olson

Top Mentioned in G9:
@dr_xeo
@ihrworld
@pilar__campos
@1001papeles
@ruben_casa
@sundellviz
@ae
@geoobserver_
@conchacatalan
@usgs_datasci

Top Mentioned in G10:
@esfinn
@likeajumprope
@sneuroble
@ohbmopen
@spiantado
@alextuowang
@cantlonlab
@neuropolarbear
@randal_olson

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marciojmsilva
@cybersec_feeds
@chidambara09
@rodolfoxoliz
@femtech_
@xaelbot
@aaroncuddeback
@evankirstel
@codedailybot

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@aaroncuddeback
@codedailybot
@codernotesbot
@cybersecurityn8
@thedeveloperbot
@100xcode

Top Tweeters in G2:
@evankirstel
@miss_placed_
@pfanderson
@demiurgotuiter
@conjja
@rstatstweet
@financialtimes
@ayirpelle
@sonofbharat2020
@lebonetse

Top Tweeters in G3:
@tawanda46
@quixoticgeek
@tggleeson
@_betterwithage
@briantrice
@4enoyreveapp
@thomasforth
@mokkacheenu
@moragis_
@sheldonays

Top Tweeters in G4:
@adekleine
@njdoc
@lastampa
@belladonamodels
@weirmb
@eu504
@forgerat
@euphoriceuler
@eilonwy24
@pammieoz

Top Tweeters in G5:
@csa_dvillamizar
@topnewsites
@money_personal
@theblacktechie
@transportgooru
@seamlessblend
@pawansomanchi
@chillybindesign
@xgebi
@dorje_sdooing

Top Tweeters in G6:
@ronaldclarke
@hackneywick
@pschydlowski
@hddoger
@llarisah
@mrblackchip
@athena1949
@tabernita
@casparterhorst
@pes_maravilla

Top Tweeters in G7:
@dataaugmented
@vishnus47793080
@jacobussystems
@quick13
@producthunthi
@evereeze
@vita80507791
@producthunt
@thedecadesa
@deer668745381

Top Tweeters in G8:
@rodolfoxoliz
@derekjohnbryant
@bisexualoki
@arthurwyatt
@qwertybr
@edgardotempore1
@ft
@neizod
@marcoranieri72
@justafandavid

Top Tweeters in G9:
@elalam_vnz
@ossmeteobargone
@reporterphoenix
@ilovebooks786
@desselebrada
@bossito
@nufcedkevin
@patrickandrews
@elctrodnd21
@modesto

Top Tweeters in G10:
@ar0mcintosh
@drjkhokhar
@pdakean
@jamielarsh
@ayumu_tomaru
@raamana_
@neuropolarbear
@zenbrainest
@akslaunwhite
@kadesoto